Despite considerable scientific progress and the evolution of regulatory pathways to ensure safety and efficacy, US healthcare continues to see increasing health disparities. This suggests that clinical translation in of itself cannot be the only measure of its own success, especially when the most marginalized patients, are neglected in the development and implementation of medical innovations. This raises the question of whether a system that is narrowly focused on technical achievement can meet the moral obligations of medicine and public health. We argue that traditional technocratic standards are failing to integrate normative considerations into biomedical translation. What is needed is a translational domain that moves beyond safety and efficacy toward anticipating how proposed technologies will be effective in society as it exists. We propose an additional metric of success: translational justice.